Fast LLM & Agents & MCPs
About
This repo covers LLM, Agents, MCP Tools, Skills concepts with sample codes: LangChain & LangGraph, AWS Strands Agents, Google Agent Development Kit, Fundamentals.
Details
- Author
- omerbsezer
- GitHub stars
- 84
- Downloads
- 586
- Categories
- AI, Knowledge Base
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- Covers LLM architectures, RAG, fine‑tuning, and prompt engineering.
- Provides sample agents with LangChain & LangGraph (v1.0.0).
- Provides sample agents with AWS Strands Agents.
- Provides sample agents with Google Agent Development Kit (ADK).
- Includes MCP Tool integration samples (local and remote).
- Explains concepts of agents, tools, skills, and A2A protocol.
Clone the repository and navigate to the relevant sample directories under agents/ for each framework. No specific server configuration or invocation command is documented; users should follow the individual sample READMEs or setup instructions inside each directory.
Fast LLM & Agents & MCPs
This repo covers LLM, Agents, MCP Tools, Skills concepts both theoretically and practically: - LLM Architectures, RAG, Fine Tuning, Agents, Tools, MCP, Agent Frameworks, Reference Documents. - Agent Sample Codes with LangChain & LangGraph (> v1.0.0, prod. version). - Agent Sample Codes with AWS Strands Agents. - Agent Sample Codes with Google Agent Development Kit (ADK).Sign in to leave a review
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